efficient-llm

A curated list for Efficient Large Language Models

[ICLR-2025-SLLM Spotlight 🔥]MobiLlama : Small Language Model tailored for edge devices

[ICML 2024] CLLMs: Consistency Large Language Models

[NAACL' 25 main] Lillama: Large Language Model Compression via Low-Rank Feature Distillation

There is a summary repo for Efficient AI direction. If you want to contribute to this repo, feel free to pr(pull request)!

A Curated Paper List for Efficient Large Models